Pregled bibliografske jedinice broj: 148994
Creating ROC by Altering Classification Rule
Creating ROC by Altering Classification Rule // 3rd European-American Workshop on Reliability of NDE and Demining
Berlin: BAM, 2002. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 148994 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Creating ROC by Altering Classification Rule
Autori
Antonić, Davor
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
3rd European-American Workshop on Reliability of NDE and Demining
/ - Berlin : BAM, 2002
Skup
3rd European-American Workshop on Reliability of NDE and Demining
Mjesto i datum
Berlin, Njemačka, 10.09.2002. - 13.09.2002
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
receiver operating characteristics; classification; landmine detection
Sažetak
To create ROC (Receiver Operating Characteristics) it is often necessary to repeat measurements for each ROC point, with different system settings. This paper presents method for determining ROC from single set of measurements. That is achieved by changing classification boundaries between classes of interest, where each boundary gives one ROC point. Method of changing classification boundaries is described for two classifiers: Bayes classifier and backpropagation feed-forward neural network. Experimental results are presented for two data sets: sonar data for rock and mine-like object, and data from acoustic prodder.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
Profili:
Davor Antonić
(autor)
